Most recent technologies

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OCR

• https://huggingface.co/microsoft/trocr-base-handwritten
• https://github.com/microsoft/unilm/tree/master/trocr
• https://colab.research.google.com/github/eugenesiow/practical-ml/blob/master/notebooks/OCR_from_Images_with_Transformers.ipynb#scrollTo=zdKqWOdX3luW
• https://github.com/mittagessen/kraken

CNN

• https://github.com/anasmohamedyoussef/Historical-arabic-manuscripts-word-spotting
• CNN with LSTM https://ieeexplore.ieee.org/document/9145565/footnotes#footnotes
• Historical Arabic Manuscripts Text Recognition Using CNN

Summary of handwriting recognition models using deep learning

from Arabic handwriting recognition system using CNN

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Open source related projects

• https://github.com/anasmohamedyoussef/Historical-arabic-manuscripts-word-spotting
• https://github.com/ManalKhayyat/Arabic_Manuscripts_Image_Retrieval
• https://github.com/tesseract-ocr/tesseract

General arabic handwritten

• https://github.com/moazshorbagy/OCR-Arabic-Scripts
• https://github.com/ahmedosama9777/OCR-for-Arabic-Scripts
• https://github.com/mohamedbassel24/OCR-for-Arabic-Scripts
• https://github.com/Kareem-Emad/arabic-ocr
• https://github.com/TarekMSayed/My-ML-Projects/tree/master/Handwritten%20Arabic%20character%20recognition
• https://github.com/msfasha/Arabic-Deep-Learning-OCR
• https://github.com/OmniiaMohyee/ArabicOCR
• https://github.com/maaimahmoud/ArabicOCR
• https://github.com/HusseinYoussef/Arabic-OCR

tools

• https://vision.calfa.fr
• https://github.com/ocropus/ocropy
• https://github.com/jpuigcerver/PyLaia

Word spotting

• https://github.com/GuillermoJaca/Word-Spotting-in-Handwritten-Documents
• https://github.com/sberbank-ai/digital_peter_aij2020

Line segmentation

• https://github.com/Leedeng/LineCounter

Word detectors

• https://github.com/argman/EAST

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Previous work's authers

• Berat Kurar Barakat
  • Github
• Majeed Kassis
  • Github

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OCR techniques collections

• https://github.com/zacharywhitley/awesome-ocr

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App GUI

• https://github.com/harisreedhar/Handwritten-Document-Recognition
• https://github.com/anguelos/cb_backend

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OCR networks references

• https://github.com/oskart20/lstm_ocr

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Dataset analysis

https://github.com/beratkurar/vmlhd_dataset_text_line_annotations_from_word_annotations